Interactive Network Visualization of Opioid Crisis Related Data- Policy, Pharmaceutical, Training, and More
@inproceedings{Scrivner2021InteractiveNV, title={Interactive Network Visualization of Opioid Crisis Related Data- Policy, Pharmaceutical, Training, and More}, author={Olga Scrivner and Elizabeth Mcavoy and Thuy Nguyen and Tenzin Choeden and Kosali I Simon and Katy Borner}, year={2021} }
Responding to the U.S. opioid crisis requires a holistic approach supported by evidence from linking and analyzing multiple data sources. This paper discusses how 20 available resources can be combined to answer pressing public health questions related to the crisis. It presents a network view based on U.S. geographical units and other standard concepts, crosswalked to communicate the coverage and interlinkage of these resources. These opioid-related datasets can be grouped by four themes: (1…
References
SHOWING 1-10 OF 31 REFERENCES
Strengths and weaknesses of existing data sources to support research to address the opioids crisis
- Computer SciencePreventive medicine reports
- 2020
Data Sources and Data-Linking Strategies to Support Research to Address the Opioid Crisis
- Computer Science
- 2018
This report highlights key research questions and identifies opportunities to use existing data sources and implement data-linking strategies that can support the HHS five point strategy to combat…
Predictive Modeling of Opioid Overdose Using Linked Statewide Medical and Criminal Justice Data.
- MedicineJAMA psychiatry
- 2020
In this analysis, fatal and nonfatal opioid overdose could be accurately predicted with linked administrative databases and hospital encounter data had higher predictive utility than PDMP data.
Economic Studies on the Opioid Crisis: A Review
- MedicineSSRN Electronic Journal
- 2020
Economic research, using innovative frameworks, causal methods, and rich data, has added to the understanding of the causes and consequences of the crisis, and regulations and policies designed to address the crisis can reduce potentially inappropriate prescription opioid use and illicit opioid sources without unintended negative consequences.
Health Crisis and Housing Market Effects - Evidence from the U.S. Opioid Epidemic
- EconomicsThe Journal of Real Estate Finance and Economics
- 2022
We present evidence on the effect of a public health crisis on housing markets through the lens of the recent opioid crisis in the U.S. Using data on opioid prescriptions and repeat sales in Ohio, we…
Finding the missing link for big biomedical data.
- MedicineJAMA
- 2014
Both technical and social challenges to linking these data must be addressed before big biomedical data can have their full influence on health care.
The prescription opioid epidemic: an update
- MedicineMedicolegal and Bioethics
- 2018
This work is licensed to www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/ 3.0/).
Scoping studies: towards a methodological framework
- Medicine, Psychology
- 2005
A framework for conducting a scoping study is outlined based on recent experiences of reviewing the literature on services for carers for people with mental health problems and it is suggested that a wider debate is called for about the role of the scoped study in relation to other types of literature reviews.
Linked data: what is it and why should you care?a
- Computer Science
- 2015
This paper explores how linked data is being used in libraries and related institutions in Australia and globally and what makes some projects more successful than others.
Understanding the World Economy in Terms of Networks: A Survey of Data-Based Network Science Approaches on Economic Networks
- Computer Science, EconomicsFront. Appl. Math. Stat.
- 2018
A systematic categorization of different economic networks by the meaning of the 'nodes' within these networks, e.g., interbank, investment, director, ownership, financial, product or trade networks, is presented.